Dataset.
We evaluate the proposed FedUA framework on the VoxCeleb dataset [1]} which is created for large scale text-independent speaker identification in real environments. The dataset contains \(1,251\)  speakers' data with 45 to 250 number of utterances per speaker, which are generated from YouTude videos recorded in various acoustic environments.
